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Basics of Linear Algebra for Machine Learning: Discover the Mathematical Language of Data in Python

Posted By: arundhati
Date: 24 Jan 2018 05:47:27
Basics of Linear Algebra for Machine Learning: Discover the Mathematical Language of Data in Python

Jason Brownlee, "Basics of Linear Algebra for Machine Learning: Discover the Mathematical Language of Data in Python"
2018 | e-book | ISBN-10: N/A | 196 pages | PDF | 1 MB

Linear algebra is a pillar of machine learning. You cannot develop a deep understanding and application of machine learning without it.

In this new laser-focused Ebook written in the friendly Machine Learning Mastery style that you’re used to, you will finally cut through the equations, Greek letters, and confusion, and discover the topics in linear algebra that you need to know.

Using clear explanations, standard Python libraries, and step-by-step tutorial lessons, you will discover what linear algebra is, the importance of linear algebra to machine learning, vector, and matrix operations, matrix factorization, principal component analysis, and much more.
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